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SASInstitute SAS® Viya® Supervised Machine Learning Pipelines Sample Questions:

1. In the context of data integration, what does "data transformation" refer to?

A) Converting and reshaping data to match the target schema
B) Storing data in a centralized repository
C) Backing up data for disaster recovery
D) Extracting data from source systems

2. Which type of model is typically used for time-series forecasting?

A) Logistic Regression
B) K-Means Clustering
C) AutoRegressive Integrated Moving Average (ARIMA)
D) Decision Trees

3. When assessing a classification model, what is the confusion matrix used to measure?

A) Data distribution
B) Precision and recall
C) Model accuracy
D) Model complexity

4. Which of the following is an example of a NoSQL database that is commonly used to store unstructured data?

A) Oracle Database
B) MongoDB
C) Microsoft SQL Server
D) MySQL

5. In natural language processing, what does "stemming" involve?

A) Converting text to numbers for model input
B) Creating new words to improve model performance
C) Reducing words to their base or root form
D) Grouping similar words together based on their meanings

Solutions: